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SUMMARY:Intelligent Processing for Future Communication Networks - Dr Geof
 frey Li\, Professor\, Georgia Institute of Technology
DTSTART:20171116T130000Z
DTEND:20171116T140000Z
UID:TALK95092@talks.cam.ac.uk
CONTACT:Louise Segar
DESCRIPTION:Abstract: \n\nFuture communication networks must have the abil
 ity to allocate resources dynamically and efficiently to meet the need of 
 growing diversity in services and user behaviors\, giving rise to intellig
 ent processing.  Intelligent processing aims at enabling the system to per
 ceive and assess the available resources\, to autonomously learn to adapt 
 to the perceived wireless environment\, and to reconfigure its operating m
 ode to maximize the utility of the available resources. In this talk\, I w
 ill first give an overview of intelligent processing for communication net
 works and then present our recent research results in game theory and deep
  learning for communication networks\, including multi-leader multi-follow
 er game-based ADMM for big data processing with application in proactive c
 aching\, deep learning for estimation\, and deep reinforcement learning fo
 r resource allocation in V2V communications.   \n\nBiography: \n\nDr. Geof
 frey Li is a Professor with the School of Electrical and Computer Engineer
 ing at Georgia Institute of Technology. He is also holding a Cheung Kong S
 cholar title at the University of Electronic Science and Technology of Chi
 na since 2006. He was with AT&T Labs – Research for five years before jo
 ining Georgia Tech in 2000. His general research interests include statist
 ical signal processing for wireless communications. Recently\, he focuses 
 on intelligent processing for communication networks. In these areas\, he 
 has published over 400 referred journal and conference papers in addition 
 to over 40 granted patents\, with around 30\,000 citations. He has been li
 sted as the World’s Most Influential Scientific Mind\, also known as a H
 ighly-Cited Researcher\, by Thomson Reuters (almost every year). He has be
 en an IEEE Fellow since 2006. He received the Stephen O. Rice Prize Paper 
 Award in 2010 and the Award for Advances in Communication in 2017 from the
  IEEE Communications Society and the James Evans Avant Garde Award in 2013
  and the Jack Neubauer Memorial Award in 2014 from the IEEE Vehicular Tech
 nology Society. He also won 2015 Distinguished Faculty Achievement Award f
 rom the School of Electrical and Computer Engineering\, Georgia Tech.\n\n
LOCATION:Cambridge University Engineering Department\, Dyson Building Teac
 hing Room
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